financial-evidence-skills

# Financial Evidence Agent Skills

**Individual product plugins:** [install from the Liquidity Lab catalog](https://beepboop2025.github.io/financial-evidence-skills/plugins/)
in Claude Code, Codex or GitHub Copilot CLI. The catalog contains Financial
Evidence, Market Brief and thirteen product plugins, with Gemini downloads and
Cursor / VS Code connection links. Publisher-maintained availability is separate
from each platform's official directory review.

## Connect and ask one question

Hosted Streamable HTTP MCP; no local server or API key for public read-only tools.

Current-source connections use [the central agent platform](https://agents.seiche.info/connect).
[Download the hosted product configurations](docs/connect/all-products.mcp.json):
seven core products plus five clearly labeled research, editorial, metadata or
sandbox surfaces. Python product clients, fixed-source helpers and current editor
configs use the same platform. Requests produce bounded operational demand
counts; optional learning remains off. Old package pins are historical releases
and do not change automatically. See [the routing contract](docs/CENTRAL_HOSTED_CLIENTS.md).
Add the products you need to Claude Code:

```sh
claude mcp add --transport http seiche https://api.seiche.info/mcp
claude mcp add --transport http liquilens https://api.liquilens.in/mcp
claude mcp add --transport http undertow https://api.seiche.info/undertow/mcp
```

**Try this first:** What is the current US funding stress regime, and which dated funding events are next? Cite source dates and missing evidence.

**Python 0.1.13:** run `financial-evidence start`, then
`financial-evidence review funding --output reviews` for a readable brief,
original JSON and a comparison at your next review. Install with `python3 -m pip install financial-evidence==0.1.13`. [First-review guide](docs/agents/FIRST_REVIEW.md).

[Try it in your browser](https://liquilens.in/start/?task=funding) ·
[Cursor configuration](https://liquilens.in/agents/cursor.json) ·
[Codex commands](https://liquilens.in/agents/codex.txt) ·
[Free three-product starter kit and skill](https://liquilens.in/agents/#connect)

For a connected review, ask for institution evidence → funding context → BTC
exit estimates, with each source date, coverage gap and limitation kept separate.
Client/model costs and fair-use limits may apply. Research calls do not execute trades.

Start with one task: https://beepboop2025.github.io/financial-evidence-skills/connect/ — browser, REST, Python and remote MCP setup for funding, covered institutions and BTC exit research. Public reads need no account or API key; retain source dates and unavailable evidence.

**Research workflows:** [funding watch, institution monitoring and BTC exit research](https://beepboop2025.github.io/financial-evidence-skills/start/workflows.html). Save a local baseline, compare your next review, or copy the API request into your agent.
**Recurring agent hooks:** the main CLI now includes
`financial-evidence workflow` for automatic comparison with saved reviews,
explicit usefulness feedback, linked outcomes and optional durable delivery.
[Python, LangGraph and AI SDK setup](docs/start/agent-workflows.md).
Install Python `financial-evidence==0.1.13` or npm
`@moomoo202020/financial-evidence-ai-sdk@0.1.2` using the guide.

Agent developers can retrieve a cited USD funding observation; treasury and
bank-risk teams can use the institution monitor; traders and researchers
can retain a funding-and-exit review. Each path includes working calls, source
boundaries and a next-day task. [Copy the instructions](docs/agents/WORKFLOWS.md).

**Verified package 0.1.13:** install `financial-evidence[workspace]==0.1.13` from
[PyPI](https://pypi.org/project/financial-evidence/0.1.13/) for persistent MCP sessions,
source-status snapshots and SSE clients. The separately deployed public router
retains version 0.1.8. Both router versions support
`gift-city`, `forex` and `gold` alongside the five existing research topics.
GIFT City serves gold and treasury desks, investors/fund managers, and banks/IFSC
institutions. The helper reads fixed public context; gold/FX calculations remain
explicit user-input steps. See [topic routing](financial-evidence/references/routing.md)
and the [release verification record](docs/releases/0.1.13.json).

**JavaScript agents:** install `@moomoo202020/financial-evidence-ai-sdk@0.1.2`
from npm for typed AI SDK research and source-status tools.
[Copy the verified setup](docs/platforms/ai-sdk.md).

**Stream reliability:** Python 0.1.13 bounds the wait for a complete source-status
event, so partial bytes and comment frames cannot hold a read open indefinitely.
Python and JavaScript streams require an initial reset before accepting a
keepalive; npm 0.1.2 includes the synchronized client. These research tools retain
no trade-execution authority.

**Use your existing tools:** the [research tool hub](https://beepboop2025.github.io/financial-evidence-skills/tools/)
provides a complete capture client, notebook, flat Excel/Power BI query and MCP
project defaults for LiquiLens, Seiche and Undertow. Download the kit or connect
the hosted OpenBB desk. Institutional vendor acceptance remains separate.

**[OpenBB Research Desk](integrations/openbb/README.md), Workspace 1.3.0 source.**
Seven cited datasets, a seven-tab Workspace app, an archived USD funding review,
benchmark history charts, typed REST responses and a nine-tool MCP server connect
all four projects. The hosted service is `https://agents.seiche.info/v1/research`.
Install
`.[openbb,workspace]` from this checkout, then run `openbb-build` and
`financial-evidence-api`. The optional modules are included in the v0.1.13 wheel;
the public router retains its separate three-tool contract. The hosted Workspace release identifies
its exact source commit independently at `/api/v1/release`.

**Check a captured USD funding review:** the [funding review checks](integrations/funding-review/README.md)
compare required inputs, units, publication clocks and own-series observations
across Seiche surfaces. The dated SOFR-IORB review exposes newer individual source
dates; it does not claim the latest print for every instrument. Missing, overdue
or contradictory evidence requires attention. Passing these checks is not an
institutional-readiness certification.

**Run recurring research:** [install the durable runtime](https://beepboop2025.github.io/financial-evidence-skills/agents/runtime.html) for fixed policies, bounded scheduling, retained receipts, private MCP and backup recovery across LiquiLens, Seiche and Undertow.

**Automate funding research:** [versioned packets, captured changes, Python, OpenBB and a local agent tool](https://beepboop2025.github.io/financial-evidence-skills/funding/automate/). Public access requires no account; optional application keys use explicit measurement consent. The hosted packet API and downloadable templates are versioned separately from the v0.1.13 wheel.

**Three concrete jobs:** [funding review, Cosmos Bank NPAs and a $100k BTC exit](https://beepboop2025.github.io/financial-evidence-skills/automations/)
with native n8n workflows and optional Slack/Telegram delivery. The
[Cursor task plugin](.cursor-plugin/plugin.json) bundles the same three focused
skills and public MCP connections. Marketplace acceptance is separate.

**Put it into a recurring workflow:** the [funding and counterparty workflow pack](https://beepboop2025.github.io/financial-evidence-skills/workflows/)
retains source documents, a spreadsheet index and a local integrity manifest.
It includes a reviewed Python runner, an opt-in scheduling template and a
ten-day integration scorecard. These examples use the existing 0.1.5 package;
they do not change its release or evidence semantics.

**Try the underlying evidence first:** [Open three browser research questions](https://liquilens.in/start/)
for bank NPA disclosures, dollar funding and BTC exit estimates. Each example
calls its named public MCP after a click and displays the returned sources,
dates and limits. No key or installation is needed. The page also has setup
and starter questions for Financial Evidence and thirteen other hosted MCPs.
The browser examples call individual services; they do not verify an Evidence
Carrier or evaluate a combined Financial Evidence packet.

[![skills.sh](https://skills.sh/b/beepboop2025/financial-evidence-skills)](https://skills.sh/beepboop2025/financial-evidence-skills/financial-evidence)

[Public documentation](https://beepboop2025.github.io/financial-evidence-skills/)
includes a crawlable integration matrix plus agent-readable `llms.txt`, pricing,
integration metadata, and a dated
[third-party marketplace ledger](MARKETPLACE_STATUS.md).
The [v0.1.5 semantic contract](SEMANTIC_CONTRACT.md) defines transport-only
status, source-reported adapter metadata, and the explicit non-Carrier boundary.
Version 0.1.13 is a signed, independently verified release. Its versioned
Agent Skill, terminal, Codex, Gemini, editor, and bundle installs use the same
release, with published artifacts, container and Registry record.
Homebrew 0.1.12 is published after an independent macOS installation and contract check. The Claude
self-hosted marketplace command follows the repository's mutable default branch; review the checked-out commit before enabling it.

Open, read-only Agent Skills for routing financial research to bounded public
evidence. The first skill connects four complementary products without turning
them into one score:

- **Seiche** — money markets, repo, reserves, Treasury cash and system funding.
- **LiquiLens** — covered bank and lender evidence.
- **Undertow** — market depth, provider concentration and position-sized exit liquidity.
- **Palimpsest** — revision-safe China economy evidence and information-state history.

For a daily research workflow, [Market Brief](https://github.com/beepboop2025/market-brief)
provides free, source-cited funding, cap